{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础折线图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.2\n",
      "1.2.0\n",
      "1.19.2\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['SimHei'] #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.3\n",
    "- pandas == 1.2.0\n",
    "- numpy == 1.19.4\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础折线图 - 多组数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = np.linspace(0, 2, 100)\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(9,8)) \n",
    "ax.plot(x, x, label='linear') \n",
    "ax.plot(x, x**2, label='quadratic') \n",
    "ax.plot(x, x**3, label='cubic') \n",
    "ax.set_xlabel('我是x轴', fontsize = 20)  \n",
    "ax.set_ylabel('我是y轴', fontsize = 20)  \n",
    "ax.set_title(\"我是标题\", fontsize = 20) \n",
    "plt.tick_params(labelsize=15)\n",
    "ax.legend(prop={'size':15}) \n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础折线图 - 多组数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 生成了4组数据\n",
    "x = np.linspace(0, 2 * np.pi, 50)\n",
    "offsets = np.linspace(0, 2 * np.pi, 4, endpoint=False)\n",
    "yy = np.transpose([np.sin(x + phi) for phi in offsets])\n",
    "\n",
    "default_cycler = (cycler(color=['r', 'g', 'b', 'y']) +\n",
    "                  cycler(linestyle=['-', '--', ':', '-.']))\n",
    "\n",
    "plt.rc('lines', linewidth=4)\n",
    "plt.rc('axes', prop_cycle=default_cycler)\n",
    "\n",
    "custom_cycler = (cycler(color=['c', 'm', 'y', 'k']) +\n",
    "                 cycler(lw=[1, 2, 3, 4]))\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(9,8))\n",
    "ax.plot(yy)\n",
    "ax.set_title('Set default color cycle to rgby')\n",
    "\n",
    "ax.set_xlabel('我是x轴', fontsize = 20)  \n",
    "ax.set_ylabel('我是y轴', fontsize = 20) \n",
    "ax.set_title(\"我是标题\", fontsize = 20) \n",
    "plt.tick_params(labelsize=15)\n",
    "\n",
    "fig.subplots_adjust(hspace=0.3)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础折线图 - 金融数据可视化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1280x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "df = pd.read_csv(\"economics.csv\")\n",
    "\n",
    "x = df['date']\n",
    "y1 = df['psavert']\n",
    "y2 = df['unemploy']\n",
    "\n",
    "\n",
    "fig, ax1 = plt.subplots(1,1,figsize=(16,9), dpi= 80)\n",
    "ax1.plot(x, y1, color='tab:red')\n",
    "\n",
    "ax2 = ax1.twinx() \n",
    "ax2.plot(x, y2, color='tab:blue')\n",
    "\n",
    "\n",
    "ax1.set_xlabel('时间', fontsize=20)\n",
    "ax1.tick_params(axis='x', rotation=0, labelsize=14)\n",
    "ax1.set_ylabel('个人存储率', color='tab:red', fontsize=20)\n",
    "ax1.tick_params(axis='y', rotation=0, labelcolor='tab:red' )\n",
    "ax1.grid(alpha=.4)\n",
    "\n",
    "\n",
    "ax2.set_ylabel(\"失业人数\", color='tab:blue', fontsize=20)\n",
    "ax2.tick_params(axis='y', labelcolor='tab:blue')\n",
    "ax2.set_xticks(np.arange(0, len(x), 60))\n",
    "ax2.set_xticklabels(x[::60], rotation=90, fontdict={'fontsize':14})\n",
    "ax2.set_title(\"个人储蓄率和失业人数对比图\", fontsize=22)\n",
    "fig.tight_layout()\n",
    "\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
